Han Cheol Moon

I am a curiosity-driven Machine Learning Scientist, passionate about exploring the depths of data and algorithms. As an enthusiastic learner and code lover, I am always eager to expand my knowledge and embrace innovation.

Research Interests

• Natural language processing (NLP)
• Robustness of NLP systems

Professional Employments

• Samsung Electronics
  • Staff ML/DL Engineer, Sept 2023 - Present

Education

• Nanyang Technological University, 2019-2023
  • Ph.D. in Computer Science
• Yonsei University, 2016-2018
  • M.S. in Electrical & Electronic Engineering
• Chung-Ang University, 2009-2016
  • B.S. in Electrical & Electronic Engineering
  • (Military Service, 2009-2012)

Skills

• Programming Languages
  • Python, C/C++, MATLAB, and Bash/Shell
• ML/DL Research
  • PyTorch, Tensorflow, Scipy, Numpy, Scikit-learn, Pandas, and HuggingFace
• ML/DL Ops
  • Git, Docker, Kubernetes, Jenkins, DVC, FastAPI, and LangChain
• Database
  • SQLite and PostgreSQL with SQLAlchemy and Alembic
• WebDev
  • HTML/CSS, Django, and Hugo
• WorkFlow
  • I’ve used Microsoft and GNU/Linux systems (both Debian and Arch-based varieties) with a Vim-based setup for writing scripts and managing files in a tiling window manager (i3). I use Git for version control with Docker and schedule multiple tasks with TaskSpooler. I compile documents using $\LaTeX$.
• Soft Skills
  • Time Management, Teamwork, Problem-solving, Documentation, Engaging Presentation.

Teaching

Teaching Assistant

• DeepNLP, 2019-2020
  • Nanyang Technological University, Singapore
• Digital Logic Circuits, Spring 2018
  • Yonsei University, Korea
• Multimedia Signal Processing, Fall 2017
  • Yonsei University, Korea
• Signals and Systems, Fall 2016
  • Yonsei University, Korea

Honors and Award

• Singapore International Graduate Award (SINGA), 2019-2023
• Top of Class Scholarship, Chung-Ang University, 2015
• Dean’s List, Chung-Ang University, 2013-2014

Service and leadership

• Military Service, 2009-2012
  • Republic of Korea Army, Capital Defense Command ‘SHIELD’, 1st Security Group
  • Guarding presidential residence
  • Sergeant